# Amazon Textract vs Invofox

> Amazon Textract scores 73.5 (BB) on agent readiness against Invofox's 46.8 (D), and leads in every scored category. Both do docs extract. Category scores, facts, verdicts and agent notes side by side.

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- Site index for agents: https://www.anchorterminal.com/llms.txt (full text: https://www.anchorterminal.com/llms-full.txt)
- API: https://www.anchorterminal.com/api/v1/index.json
- Updated: 2026-10-09

Amazon Textract scores 73.5 (BB) on agent readiness against Invofox's 46.8 (D), and leads in every scored category. Both do docs extract.

- Amazon Textract: grade BB, 73.5/100, rank #85 of 842. Markdown https://www.anchorterminal.com/tools/amazon-textract.md · JSON https://www.anchorterminal.com/api/v1/tools/amazon-textract.json
- Invofox: grade D, 46.8/100, rank #750 of 842. Markdown https://www.anchorterminal.com/tools/invofox.md · JSON https://www.anchorterminal.com/api/v1/tools/invofox.json

## Which one, for what

### Amazon Textract (BB)

Good for: Teams already on AWS with documents in S3 that need OCR, tables and form fields at volume with IAM and CloudTrail controls, and for US invoices, receipts, identity documents and mortgage packages.

Ahead on:
- Reliability, 96 against 30
- Schema & documentation, 82 against 70
- Agent ergonomics, 70 against 64
- Security & auth, 74 against 45
- Payments & pricing, 35 against 30
- Maintenance & community, 58 against 30
- Transparency & trust, 82 against 55

Also in its favour:
- Agent-ready, a grade of BB or better

Watch for: AWS may store and use processed documents to improve the service, in other Regions too, unless an AI services opt-out policy is set on the AWS organisation

### Invofox (D)

Good for: Teams that process a known set of business documents (invoices, payslips, bank statements, mortgage forms) at volume and can receive webhooks.

Also in its favour:
- Free to start without a card

Watch for: No status page found. status.invofox.com does not resolve, and neither the site nor the docs link to one


## Score by category

| Category | Weight | Amazon Textract | Invofox | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 96 | 30 | Amazon Textract +66 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 82 | 70 | Amazon Textract +12 |
| Agent ergonomics | 13% (16.2 this run) | 70 | 64 | Amazon Textract +6 |
| Security & auth | 14% (17.5 this run) | 74 | 45 | Amazon Textract +29 |
| Payments & pricing | 10% (12.5 this run) | 35 | 30 | Amazon Textract +5 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 58 | 30 | Amazon Textract +28 |
| Transparency & trust | 7% (8.8 this run) | 82 | 55 | Amazon Textract +27 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **73.5 · BB** | **46.8 · D** | |

## Facts side by side

| Fact | Amazon Textract | Invofox |
| --- | --- | --- |
| Kind | HTTP API | HTTP API |
| Vendor | Amazon Web Services | Invofox, Inc. |
| Hosted endpoint | `https://textract.us-east-1.amazonaws.com` | `https://api.invofox.com` |
| Transports | HTTP | HTTP |
| Auth | API key | API key |
| Pricing | Pay per use | Freemium |
| x402 | no | no |
| Licence | Proprietary service under the AWS Customer Agreement. The AWS SDKs and the Textractor helper library are Apache-2.0 | Proprietary hosted service. The n8n community node on GitHub is MIT |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| Last release | 2026-10-08 | 2026-10-05 |
| Terms last updated | 2026-08-14 | no date given |
| Privacy policy last updated | 2026-05-18 | no date given |
| Customer content may train models | not found in the text | not found in the text |
| Terms restrict automated access | not found in the text | not found in the text |
| Terms restrict benchmarking | not found in the text | not found in the text |
| Terms or service can change without notice | not found in the text | not found in the text |
| Arbitration or class-action waiver | yes | not found in the text |
| Popularity | 1.9M npm/wk, 208k PyPI/wk | none |

## Verdicts

**Amazon Textract.** IAM policies limit a credential to single operations, CloudTrail logs every call, and page prices start at $1.50 per 1,000 in US East. Multipage files need S3 and an asynchronous job. Text detection covers six languages. Under the AWS Service Terms AWS may store and use documents to improve the service unless an AI services opt-out policy is set.

**Invofox.** Three public OpenAPI 3.1 files, llms.txt and Markdown docs describe an asynchronous upload and webhook flow, and the free plan covers 500 pages without a card. No status page, rate limit numbers, changelog or official SDK were found, and documents are retained by default, with zero retention limited to Scale and Enterprise.

## Before you call either

### Amazon Textract

1. Sign with SigV4 for service `textract` at `textract.<region>.amazonaws.com`, or call `aws textract detect-document-text`. The AWS CLI can't send image bytes, so reference an S3 object
2. Use `StartDocumentTextDetection` or `StartDocumentAnalysis` for any PDF or TIFF of more than one page, pass a `ClientRequestToken`, then page `Get` calls with `NextToken` (1,000 blocks at most each)
3. Fetch results within 7 days of starting a job, or set `OutputConfig` to write them to your own S3 bucket
4. Request only the `FeatureTypes` you need. Forms cost $50 per 1,000 pages against $15 for tables or queries in US East
5. Back off on `ProvisionedThroughputExceededException` (HTTP 400) and `ThrottlingException` (HTTP 500). Neither carries Retry-After, and default quotas are 1 call a second in most Regions
6. Set the AI services opt-out policy on the AWS organisation before sending customer documents

### Invofox

1. Ask the owner for an API key and the Document Type id or alias from app.invofox.com. No API endpoint lists Document Types
2. Upload with POST /v1/ingest/uploads as multipart, with `info` as a JSON string. Send `"useClassifier": true` in place of `type` to have the type detected
3. Expect 404 from GET /documents/{id} for the first seconds. Poll from 5 seconds with doubling, and stop at approved, pendingCorrection or discarded
4. Handle the `file.rejected` webhook or check the import. A rejected file never produces a document, so polling the document waits indefinitely
5. Do not retry an upload blindly. There is no idempotency key, so send your own id in `clientData` and look it up with `filter` first

## Questions

### Which is better for AI agents, Amazon Textract or Invofox?

Amazon Textract scores 73.5 (BB) on agent readiness against Invofox's 46.8 (D), and leads in every scored category.

### Do Amazon Textract and Invofox need an API key?

Both need an API key.

### Can an agent call Amazon Textract and Invofox without installing anything?

Yes. Amazon Textract has a hosted endpoint at https://textract.us-east-1.amazonaws.com and Invofox at https://api.invofox.com.


## For agents

- This comparison as JSON: https://www.anchorterminal.com/compare/amazon-textract-vs-invofox.json, and with the fewest tokens: https://www.anchorterminal.com/compare/amazon-textract-vs-invofox.min.md
- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "amazon-textract", "b": "invofox"}`. From a terminal: `anchor compare amazon-textract invofox`
- Each listing in full: https://www.anchorterminal.com/api/v1/tools/amazon-textract.json and https://www.anchorterminal.com/api/v1/tools/invofox.json

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